LCG Info: LCG_102b_cuda vs. LCG_98python3spark3 on x86_64-centos7-gcc8-opt

In this section we compare the list of Packages by Category between two Releases. Release1: 102b_cuda Release2: 98python3spark3 chosen by the user. The comparison is related to a specific platform which is either chosen by the user or taken by default as the first in the list of common platforms between the chosen releases. In this case the platform chosen by default ia: Platform: x86_64-centos7-gcc8-opt To proceed with more comparisons, you are invited to select any item from the dropdown list under Release2 which contains only the releases that have common platforms with Release1: 102b_cuda It is also possible to choose among all available Releases from the dropdown list under Release1. In this case the list under Release2 will become composed of all releases with common platforms with Release1. In case the previously chosen Release2 is not in this new list then the user is invited to choose a new Release2 item.
Comparison mode:
Long Short
Platform Release1 Release2

Graphics

cartopy 0.20.1 0.17.0
gdal 3.4.1 2.4.4
gnuplot 5.4.2 5.2.7
imagemagick 7.0.8.7 7.0.8-7
matplotlib 3.4.3 3.1.0
pygdal 3.3.0 2.4.4
pygraphviz 1.7 1.5
pyproj 3.0.1 2.1.3
Qt5 5.15.2 5.12.4
seaborn 0.11.2 0.9.0
tiff 4.2.0 4.0.10

IO

COOL   NOT Included 3_3_2  
CORAL   NOT Included 3_3_2  
EDM4hep 00.04.01   NOT Included
flatbuffers 1.12.0 1.11.0
hdf5 1.10.6 1.10.5
LCIO 02.16.01 02.14.02
podio 00.14.01 00.11
SIO 00.01.00   NOT Included
xrootd 5.4.3 4.12.3

Math

blas 0.3.20.openblas 0.3.10.openblas
cupy 11.1.0   NOT Included
fastjet 3.4.0p1 3.3.4
GSL 2.7 2.6
proj 8.0.0 6.0.0
pyhf 0.6.3   NOT Included
sympy 1.8 1.4
Vc 1.4.3 1.4.1
VecGeom 1.1.18 v1.1.5

XML

defusedxml 0.7.1 0.6.0
libxml2 2.9.10 2.9.9
libxslt 1.1.34 1.1.33
lxml 4.6.2 4.3.3

Simulation

acts_core   NOT Included 0.10.05  
delphes 3.5.0 3.4.3pre04
Geant4   NOT Included 10.06.p02  
hepmc3 3.2.4p1 3.2.2

Tool

archspec 0.1.2   NOT Included
astroid 2.9.3 2.3.3
awkward 1.7.0 0.12.17
awkward0 0.15.3   NOT Included
backports_abc   NOT Included 0.5  
benchmark 1.5.5 1.5.0
bleach 3.3.1 3.1.0
Boost 1.78.0 1.73.0
boost_histogram 1.2.1   NOT Included
caniusepython3   NOT Included 7.1.0  
ccache 4.3 3.7.1
certifi 2021.5.30 2019.3.9
cffi 1.14.6 1.12.2
clhep 2.4.5.1 2.4.1.3
click 8.0.3 7.0
cloudpickle 1.6.0 1.2.1
CMake 3.20.0 3.17.3
cmmnbuild   NOT Included 2.1.3  
coverage 6.3.2 4.5.3
cpymad 1.6.3 1.4.1
cryptography 3.4.7 2.7
cython 0.29.28 0.29.20
dask 2022.6.1 1.2.2
Davix 0.8.2 0.7.6
decorator 5.0.9 4.3.2
dill 0.3.3 0.3.1
distlib 0.3.2 0.2.9
distributed 2022.6.1 1.28.1
doxygen 1.8.18 1.8.15
fjcontrib 1.046 1.044
fmt 7.1.3 6.1.2
gdb 11.2 9.1
gperftools 2.9.1 2.7
gtest 1.11.0 1.10.0
h5py 3.6.0 2.9.0
hadoop 3.3.0 2.7.5.1
hepdata_converter 0.2.3 0.1.35
hepdata_validator 0.2.3 0.2.1
idna 3.2 2.8
ipykernel 6.0.2 5.1.1
ipython 7.25.0 7.5.0
ipywidgets 7.6.3 7.4.2
java 8u312 8u222
jedi 0.18.0 0.13.3
Jinja2 3.0.1 2.10.1
jpype   NOT Included 0.6.3  
jsonmcpp 3.10.5 3.6.1
jsonpatch 1.28   NOT Included
jsonpointer 2.0   NOT Included
jsonschema 3.2.0 3.0.1
jupyter_contrib_nbextensions 0.5.220308 0.5.1
kubernetes 23.3.0 9.0.0
lcgenv 1.3.22 1.3.14
libgit2 1.1.1 1.0.1
libtool 2.4.6 2.4.2
logilabcommon 1.8.1 1.4.2
madx 5.06.01 5.05.01
MarkupSafe 2.0.1 1.0
multiprocess 0.70.10 0.70.9
nbformat 5.1.3 4.4.0
networkx 2.5.1 2.3
node.js 14.16.1 12.16.1
notebook 6.4.0 5.7.8
numpy 1.22.3 1.18.2
ocaml 4.13.1 4.10.0
pandas 1.2.2 0.24.2
pandocfilters 1.4.3 1.4.2
pexpect 4.8.0 4.7.0
pip 22.0.4 19.1.1
prettytable 3.0.0 0.7.2
prompt_toolkit 3.0.19 2.0.9
protobuf 3.18.1 2.5.0
psutil 5.8.0 5.6.2
ptyprocess 0.7.0 0.6.0
py 1.9.0 1.5.4
py4j 0.10.9.1 0.10.7
pycparser 2.20 2.19
pygments 2.9.0 2.4.2
pyjson5 0.9.6 0.9.1
pylint 2.12.2 2.3.1
pyparsing 2.4.7 2.4.0
pytest 7.0.1 5.3.4
Python 3.9.12 3.7.6
python_dateutil 2.8.2 2.8.0
pytimber   NOT Included 2.7.0  
pytz 2021.1 2019.1
PyYAML 5.3.1 5.1
pyzmq 22.1.0 18.0.1
R 4.1.2 3.6.3
rangev3 0.11.0 0.10.0
requests 2.27.1 2.22.0
ROOT 6.26.08 v6.22.00
root_numpy   NOT Included 4.8.0  
rpy2   NOT Included 3.0.4  
scipy 1.8.0 1.5.1
setuptools 57.1.0 44.1.0
six 1.16.0 1.12.0
spark 3.3.1-cern1 3.0.1-cern1
spdlog 1.9.2 1.5.0
stomppy 6.1.0 3.1.3
swig 4.0.2 3.0.12
tabulate 0.8.9   NOT Included
tblib 1.7.0 1.4.0
terminado 0.10.1 0.8.2
testpath 0.5.0 0.4.2
tornado 6.1 5.1.1
tqdm 4.61.2   NOT Included
traitlets 5.0.5 4.3.2
uproot 4.2.0 3.10.12
uproot3 3.14.2   NOT Included
urllib3 1.26.6 1.25.3
valgrind 3.19.0 3.16.1
wcwidth 0.2.5 0.1.7
websocket_client 1.1.0 0.56.0
wheel 0.37.1 0.33.4
widgetsnbextension 3.5.1 3.3.0
xapian 1.4.18 1.4.11
zeromq 4.3.4p1 4.3.2

Other

absl_py 0.11.0 0.7.1
alabaster 0.7.12   NOT Included
anyio 3.2.1   NOT Included
appdirs 1.4.4   NOT Included
argon2_cffi 20.1.0   NOT Included
arrow 3.0.0 0.16.0
astropy 5.0.4   NOT Included
astunparse 1.6.3   NOT Included
async_generator 1.10   NOT Included
attrs 21.2.0 19.3.0
auth_get_sso_cookie 1.5.0-1   NOT Included
Authlib 0.15.5   NOT Included
babel 2.9.1   NOT Included
backcall 0.2.0 0.1.0
backports   NOT Included 1.0.0  
beautifulsoup4 4.10.0   NOT Included
beniget 0.4.0   NOT Included
blosc 1.10.6   NOT Included
bokeh 2.3.1   NOT Included
boto3 1.18.37   NOT Included
botocore 1.21.37   NOT Included
Catch2 2.13.4   NOT Included
charset_normalizer 2.0.6   NOT Included
click_didyoumean 0.3.0   NOT Included
coffea 0.7.13   NOT Included
commonmark 0.9.1   NOT Included
control 0.9.1 0.8.2
correctionlib 2.1.0   NOT Included
cppzmq 4.8.1   NOT Included
dask_jobqueue 0.7.3   NOT Included
dask_kubernetes 2022.5.2   NOT Included
DD4hep   NOT Included 01-13-01  
debugpy 1.3.0   NOT Included
deprecated 1.2.13   NOT Included
deprecation 2.1.0   NOT Included
distro 1.5.0   NOT Included
dm_tree 0.1.6   NOT Included
docopt 0.6.2   NOT Included
docutils 0.16   NOT Included
et_xmlfile 1.1.0   NOT Included
execnet 1.9.0   NOT Included
extension_helpers 1.0.0   NOT Included
fastrlock 0.6   NOT Included
filelock 3.0.12   NOT Included
flake8_builtins 1.5.3   NOT Included
fsspec 2021.4.0   NOT Included
gast 0.5.2 0.2.2
Gaudi   NOT Included v33r1  
git 2.29.2   NOT Included
globus_sdk 2.0.1 1.8.0
gssapi 1.7.3   NOT Included
hadoop_xrootd 1.0.7 1.0.4
heaptrack 1.3.0   NOT Included
hepunits 2.2.0   NOT Included
hist 2.5.1   NOT Included
histoprint 2.2.0   NOT Included
humanize 4.0.0   NOT Included
hwloc 2.7.0   NOT Included
imagesize 1.2.0   NOT Included
iminuit 2.9.0 1.3.6
importlib_metadata 2.0.0 0.18
iniconfig 1.1.1   NOT Included
ipympl 0.7.0 0.4.1
itk 5.2.1   NOT Included
itk_core 5.2.1 5.0.1
itk_filtering 5.2.1 5.0.1
itk_io 5.2.1 5.0.1
itk_meshtopolydata 0.7.0 0.5.1
itk_numerics 5.2.1 5.0.1
itk_registration 5.2.1   NOT Included
itk_segmentation 5.2.1   NOT Included
itkwidgets 0.32.0 0.25.3
jl_ijulia 1.23.3   NOT Included
jmespath 0.10.0   NOT Included
joblib 1.0.1 0.14.0
julia 1.7.3   NOT Included
jupyter_client 6.1.12 5.3.4
jupyter_core 4.7.1 4.6.1
jupyterlab 3.0.17 1.2.6
jupyterlab_pygments 0.1.2   NOT Included
jupyterlab_server 2.6.1 1.0.6
jupyter_latex_envs 1.4.4p1 1.4.4
jupyter_packaging 0.10.4   NOT Included
jupyter_server 1.10.2   NOT Included
keras_tuner 1.0.3   NOT Included
kt_legacy 1.0.3   NOT Included
kubernetes_asyncio 21.7.1   NOT Included
lark_parser 0.12.0   NOT Included
lazy_object_proxy 1.6.0 1.4.3
libffi 3.4.2 3.2.1
libgeotiff 1.6.0 1.5.1
libm_aocl 3.1.0   NOT Included
libpqxx 7.6.0 7.1.1
libxkbcommon   NOT Included 0.7.1  
llvmlite 0.36.0 0.32.0
llvmmin 14.0.3   NOT Included
locket 0.2.1   NOT Included
mako 1.1.4   NOT Included
matplotlib_inline 0.1.2   NOT Included
mimesis 4.1.3   NOT Included
mpi4py 3.1.1   NOT Included
mplhep 0.3.12   NOT Included
mplhep_data 0.0.3   NOT Included
mpmath 1.2.1 1.1.0
mypy 0.941   NOT Included
mypy_extensions 0.4.3   NOT Included
mysql 10.5.13 10.4.12
nbclassic 0.3.1   NOT Included
nbclient 0.5.3   NOT Included
nbconvert 6.1.0 5.5.0
nest_asyncio 1.5.1   NOT Included
numba 0.51.2 0.49.0
octave 6.2.0 5.1.0
octavekernel 0.32.0 0.31.0
odfpy 1.4.1   NOT Included
omniorb 4.2.4 4.2.2
onnx 1.11.0   NOT Included
onnxruntime 1.11.1   NOT Included
openmpi 4.1.2 3.1.0
openpyxl 3.0.9   NOT Included
oracle 19.11.0.0.0 19.3.0.0.0
p7zip 16.02   NOT Included
packaging 21.0 19.0
panel 0.11.3   NOT Included
param 1.10.1 1.9.3
paramiko 2.9.2 2.4.2
parse 1.19.0   NOT Included
parsl 1.2.0 0.9.0
parso 0.8.2 0.4.0
partd 1.2.0   NOT Included
patchelf 0.12   NOT Included
pcre2 10.36   NOT Included
pillow 8.2.0 6.0.0
pipenv 2020.11.15   NOT Included
pjlsa   NOT Included 0.0.14  
platformdirs 2.5.1   NOT Included
pluggy 0.13.1 0.12.0
plumbum 1.7.2   NOT Included
ply 3.11   NOT Included
pooch 1.6.0   NOT Included
prometheus_client 0.11.0 0.7.0
pyarrow 3.0.0 0.16.0
pybind11 2.6.2   NOT Included
pycuda 2021.1   NOT Included
pydantic 1.9.0   NOT Included
pyerfa 2.0.0.1   NOT Included
pyjapc   NOT Included 2.0.4  
PyJWT 2.0.1 1.7.1
py_lz4 4.0.0   NOT Included
pyopencl 2021.2.2   NOT Included
pyparser 1.0   NOT Included
pyrsistent 0.18.0 0.15.2
pyshtools 4.10   NOT Included
pytest_cov 3.0.0   NOT Included
pytest_forked 1.4.0   NOT Included
pytest_xdist 2.5.0   NOT Included
pythran 0.11.0   NOT Included
py_tools 2021.2.7   NOT Included
pyviz_comms 2.0.1   NOT Included
qcachegrind 20.12.1   NOT Included
railroad_diagrams 1.1.1   NOT Included
requests_gssapi 1.2.3   NOT Included
requests_unixsocket 0.2.0   NOT Included
rich 12.0.0   NOT Included
rq 1.10.1   NOT Included
ruamel_yaml 0.17.16   NOT Included
s3transfer 0.5.0   NOT Included
scikitbuild 0.13.1   NOT Included
send2trash 1.7.1 1.5.0
setuptools_scm 6.4.2 3.3.3
shapely 1.7.1 1.6.4.post2
simdjson 0.9.2   NOT Included
sniffio 1.2.0   NOT Included
snowballstemmer 2.1.0   NOT Included
sphinx 4.2.0   NOT Included
sphinxcontrib_applehelp 1.0.2   NOT Included
sphinxcontrib_devhelp 1.0.2   NOT Included
sphinxcontrib_htmlhelp 2.0.0   NOT Included
sphinxcontrib_jsmath 1.0.1   NOT Included
sphinxcontrib_qthelp 1.0.3   NOT Included
sphinxcontrib_serializinghtml 1.1.5   NOT Included
sphinx_rtd_theme 0.5.1   NOT Included
statsmodels 0.13.2 0.10.2
stevedore 3.3.0   NOT Included
suitesparse 5.10.1   NOT Included
synr 0.5.0   NOT Included
tensorflow_model_optimization 0.7.0   NOT Included
tfs_pandas 3.1.0   NOT Included
threadpoolctl 2.2.0   NOT Included
toml 0.10.2   NOT Included
tomli 2.0.1   NOT Included
tomlkit 0.7.2   NOT Included
tvm 0.8.0   NOT Included
typed_ast 1.5.3 1.4.0
typing_extensions 3.10.0.2   NOT Included
uhi 0.3.0   NOT Included
uproot3_methods 0.10.0   NOT Included
uproot_methods   NOT Included 0.7.1  
veccore 0.8.0 0.6.0
vector 0.8.5   NOT Included
virtualenv 20.4.3   NOT Included
virtualenv_clone 0.5.4   NOT Included
virtualenvwrapper 4.8.4   NOT Included
watchdog 2.1.7   NOT Included
wrapt 1.13.3 1.11.1
xarray 2022.3.0   NOT Included
xlrd 2.0.1   NOT Included
zstandard 0.14.0 0.13.0

Generator

agile 1.5.0   NOT Included
alpgen 2.1.4   NOT Included
ampt 2.26t9b_atlas   NOT Included
apfel 3.0.4   NOT Included
baurmc 1.0   NOT Included
cepgen 1.0.1   NOT Included
chaplin 1.2   NOT Included
collier 1.2.5   NOT Included
crmc 2.0.1p4   NOT Included
evtgen 2.1.1   NOT Included
feynhiggs 2.10.2   NOT Included
FORM 4.1   NOT Included
Garfield++   NOT Included 0fc383d5  
gosam 2.0.4   NOT Included
gosam_contrib 2.0   NOT Included
hepmcanalysis 3.4.14   NOT Included
heputils 1.3.2   NOT Included
herwig 6.521.2   NOT Included
herwig3 7.2.3   NOT Included
hijing 1.383bs.2   NOT Included
hjets 1.2   NOT Included
hoppet 1.2.0   NOT Included
hto4l 2.02   NOT Included
hydjet 1.8   NOT Included
hydjet++ 2.1   NOT Included
jhu 5.6.3   NOT Included
jimmy 4.31.3   NOT Included
lhapdf 6.5.3   NOT Included
looptools 2.15   NOT Included
madgraph5amc 3.3.1.atlas3   NOT Included
mctester 1.25.1   NOT Included
mcutils 1.3.5   NOT Included
njet 2.0.0   NOT Included
openloops 2.1.2   NOT Included
photos 215.4   NOT Included
photos++ 3.64   NOT Included
powheg-box-v2 r3744.lhcb.rdynamic   NOT Included
professor 2.3.2   NOT Included
prophecy4f 3.0.2   NOT Included
pyquen 1.5.1   NOT Included
pythia6 429.2   NOT Included
pythia8 307p1   NOT Included
qd 2.3.13   NOT Included
qgraf 3.1.4   NOT Included
rapidsim 1.4.4   NOT Included
recola 2.2.0   NOT Included
recola_SM 2.2.2   NOT Included
rivet 3.1.6   NOT Included
sherpa 2.2.12.bbba1f7   NOT Included
sherpa-openmpi 2.2.12.bbba1f7.openmpi3   NOT Included
starlight r313   NOT Included
superchic 4.14p1   NOT Included
syscalc 1.1.7   NOT Included
tauola 28.121.2   NOT Included
tauola++ 1.1.8.atlas1   NOT Included
thep8i 2.0.1   NOT Included
thepeg 2.2.3   NOT Included
vbfnlo 3.0.0beta5   NOT Included
yoda 1.9.5   NOT Included

Machine Learning

catboost 0.26.1 0.9.1.1
cuda 11.7.1   NOT Included
cudnn 8.4.1.50   NOT Included
jax 0.3.1   NOT Included
jaxlib 0.3.0   NOT Included
keras 2.8.0 2.2.4
keras_preprocessing 1.1.2 1.1.0
lwtnn 2.11.1 2.8.1
NsightSystems 2021.2   NOT Included
pystan 3.1.1 2.19.0.0
QKeras 0.9.0   NOT Included
scikitlearn 0.24.2 0.21.2
tensorboard 2.8.0 2.1.0
tensorboard_plugin_wit 1.8.1   NOT Included
tensorflow 2.8.0 2.1.0
tensorflow_estimator 2.8.0 2.1.0
tensorflow_probability 0.16.0   NOT Included
TensorRT 8.4.3.1   NOT Included
theano 1.0.5 1.0.4
torch 1.11.0 1.4.0
torch_cluster 1.6.0   NOT Included
torch_geometric 2.0.1   NOT Included
torch_scatter 2.0.8   NOT Included
torch_sparse 0.6.13   NOT Included
torchvision 0.12.0 0.5.0
xgboost 1.6.1 0.90
Packages not included in Release1: 102b_cuda
COOL, CORAL, acts_core, Geant4, backports_abc, caniusepython3, cmmnbuild, jpype, pytimber, root_numpy, rpy2, backports, DD4hep, Gaudi, libxkbcommon, pjlsa, pyjapc, uproot_methods, Garfield++,
Packages not included in Release2: 98python3spark3
EDM4hep, SIO, cupy, pyhf, archspec, awkward0, boost_histogram, jsonpatch, jsonpointer, tabulate, tqdm, uproot3, alabaster, anyio, appdirs, argon2_cffi, astropy, astunparse, async_generator, auth_get_sso_cookie, Authlib, babel, beautifulsoup4, beniget, blosc, bokeh, boto3, botocore, Catch2, charset_normalizer, click_didyoumean, coffea, commonmark, correctionlib, cppzmq, dask_jobqueue, dask_kubernetes, debugpy, deprecated, deprecation, distro, dm_tree, docopt, docutils, et_xmlfile, execnet, extension_helpers, fastrlock, filelock, flake8_builtins, fsspec, git, gssapi, heaptrack, hepunits, hist, histoprint, humanize, hwloc, imagesize, iniconfig, itk, itk_registration, itk_segmentation, jl_ijulia, jmespath, julia, jupyterlab_pygments, jupyter_packaging, jupyter_server, keras_tuner, kt_legacy, kubernetes_asyncio, lark_parser, libm_aocl, llvmmin, locket, mako, matplotlib_inline, mimesis, mpi4py, mplhep, mplhep_data, mypy, mypy_extensions, nbclassic, nbclient, nest_asyncio, odfpy, onnx, onnxruntime, openpyxl, p7zip, panel, parse, partd, patchelf, pcre2, pipenv, platformdirs, plumbum, ply, pooch, pybind11, pycuda, pydantic, pyerfa, py_lz4, pyopencl, pyparser, pyshtools, pytest_cov, pytest_forked, pytest_xdist, pythran, py_tools, pyviz_comms, qcachegrind, railroad_diagrams, requests_gssapi, requests_unixsocket, rich, rq, ruamel_yaml, s3transfer, scikitbuild, simdjson, sniffio, snowballstemmer, sphinx, sphinxcontrib_applehelp, sphinxcontrib_devhelp, sphinxcontrib_htmlhelp, sphinxcontrib_jsmath, sphinxcontrib_qthelp, sphinxcontrib_serializinghtml, sphinx_rtd_theme, stevedore, suitesparse, synr, tensorflow_model_optimization, tfs_pandas, threadpoolctl, toml, tomli, tomlkit, tvm, typing_extensions, uhi, uproot3_methods, vector, virtualenv, virtualenv_clone, virtualenvwrapper, watchdog, xarray, xlrd, agile, alpgen, ampt, apfel, baurmc, cepgen, chaplin, collier, crmc, evtgen, feynhiggs, FORM, gosam, gosam_contrib, hepmcanalysis, heputils, herwig, herwig3, hijing, hjets, hoppet, hto4l, hydjet, hydjet++, jhu, jimmy, lhapdf, looptools, madgraph5amc, mctester, mcutils, njet, openloops, photos, photos++, powheg-box-v2, professor, prophecy4f, pyquen, pythia6, pythia8, qd, qgraf, rapidsim, recola, recola_SM, rivet, sherpa, sherpa-openmpi, starlight, superchic, syscalc, tauola, tauola++, thep8i, thepeg, vbfnlo, yoda, cuda, cudnn, jax, jaxlib, NsightSystems, QKeras, tensorboard_plugin_wit, tensorflow_probability, TensorRT, torch_cluster, torch_geometric, torch_scatter, torch_sparse,